Ben Recht
10 papers · 2006–2021 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π Conference Polyglot (4)
π
Academic Marathon
(15)
π£
Hot Topic Early Bird
π§¬
Topic Evolution
π
Century Club
(10)
ποΈ
Keyword Collector
(51)
π
Trend Setter
π
Conference Pioneer
Conferences
NIPS (5)
ICML (3)
AISTATS (1)
JMLR (1)
Top co-authors
Keywords
low-rank approximation
(2)
convex optimization
(2)
feature selection
(2)
non-convex optimization
(2)
transductive learning
(1)
manifold learning
(1)
stochastic gradient descent
(1)
matrix factorization
(1)
feature learning
(1)
compressive sensing
(1)
nonnegative matrix factorization
(1)
multi-label learning
(1)
group sparsity
(1)
collaborative filtering
(1)
neural network optimization
(1)
large-scale optimization
(1)
semi-supervised learning
(1)
compressed sensing
(1)
lyapunov function
(1)
dimensionality reduction
(1)
Papers
A Lyapunov Analysis of Accelerated Methods in Optimization
JMLR 2021
Train faster, generalize better: Stability of stochastic gradient descent
ICML 2016
Low-rank Solutions of Linear Matrix Equations via Procrustes Flow
ICML 2016
A General Analysis of the Convergence of ADMM
ICML 2015
Universal Measurement Bounds for Structured Sparse Signal Recovery
AISTATS 2012
Factoring nonnegative matrices with linear programs
NIPS 2012
Query Complexity of Derivative-Free Optimization
NIPS 2012
Practical Large-Scale Optimization for Max-norm Regularization
NIPS 2010
Transduction with Matrix Completion: Three Birds with One Stone
NIPS 2010
Unsupervised Regression with Applications to Nonlinear System Identification
NIPS 2006